Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-02-09 0.196391 0.217653 0.241089 0.268991 0.301504 0.338437 0.383917
2025-02-16 0.162302 0.191244 0.226019 0.271549 0.330611 0.406131 0.512558
2025-02-23 0.139551 0.171491 0.212258 0.269473 0.350057 0.463450 0.643003
2025-03-02 0.120127 0.151944 0.194302 0.256799 0.350390 0.492273 0.739509
2025-03-09 0.108553 0.140763 0.185246 0.253878 0.362623 0.539613 0.879025
2025-03-16 0.100047 0.132540 0.178871 0.253251 0.377331 0.593288 1.048637
2025-03-23 0.093583 0.126369 0.174486 0.254604 0.394900 0.655541 1.260955
2025-03-30 0.085033 0.116278 0.163017 0.242780 0.387189 0.668117 1.368838
2025-04-06 0.078191 0.108144 0.153735 0.233316 0.381950 0.684086 1.492654
2025-04-13 0.072634 0.101518 0.146197 0.225862 0.379132 0.704314 1.638550
2025-04-20 0.070181 0.099480 0.145793 0.230798 0.401217 0.785471 2.012123
2025-04-27 0.068674 0.098779 0.147463 0.239620 0.432834 0.899261 2.586595
2025-05-04 0.066747 0.097335 0.147878 0.246427 0.462307 1.020768 3.333093
2025-05-11 0.065014 0.096090 0.148538 0.253872 0.495185 1.166736 4.406895
2025-05-18 0.062215 0.092856 0.145380 0.253207 0.508742 1.261568 5.388963
2025-05-25 0.058159 0.087239 0.137489 0.241832 0.493557 1.258237 5.764206
2025-06-01 0.055636 0.084105 0.133915 0.239205 0.500475 1.334304 6.883961
2025-06-08 0.053588 0.081668 0.131437 0.238641 0.512804 1.436447 8.524131
2025-06-15 0.051926 0.079800 0.129876 0.239892 0.530427 1.568952 10.994000
2025-06-22 0.048931 0.075417 0.123224 0.228986 0.511493 1.543230 11.528351
2025-06-29 0.046386 0.071727 0.117712 0.220245 0.497694 1.536212 12.383308
2025-07-06 0.044215 0.068619 0.113163 0.213352 0.488427 1.547246 13.648732
2025-07-13 0.043462 0.068028 0.113497 0.217917 0.514823 1.739317 19.535982